Review of the BCI competition IV

Tangermann, Michael and Müller, Klaus-Robert and Aertsen, Ad and Birbaumer, Niels and Braun, Christoph and Brunner, Clemens and Leeb, Robert and Mehring, Carsten and Miller, Kai J and Müller Putz, Gernot R and Nolte, Guido and Pfurtscheller, Gert and Preissl, Hubert and Schalk, Gerwin and Schlögl, Alois and Vidaurre, Carmen and Waldert, Stephan and Blankertz, Benjamin (2012) Review of the BCI competition IV. Frontiers in Neuroscience (JULY). Article number: 55 . ISSN 16624548

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Official URL: http://dx.doi.org/10.3389/fnins.2012.00055

Abstract

The BCI competition IV stands in the tradition of prior BCI competitions that aim to provide high quality neuroscientific data for open access to the scientific community. As experienced already in prior competitions not only scientists from the narrow field of BCI compete, but scholars with a broad variety of backgrounds and nationalities. They include high specialists as well as students.The goals of all BCI competitions have always been to challenge with respect to novel paradigms and complex data. We report on the following challenges: (1) asynchronous data, (2) synthetic, (3) multi-class continuous data, (4) sessionto-session transfer, (5) directionally modulated MEG, (6) finger movements recorded by ECoG. As after past competitions, our hope is that winning entries may enhance the analysis methods of future BCIs.

Item Type: Article
DOI: 10.3389/fnins.2012.00055
Uncontrolled Keywords: Competition, BCI, brain-computer interface
Subjects: 000 Computer science, knowledge & general works > 000 Computer science, knowledge & systems > 004 Data processing & computer science
Research Group: Scientific Service Units > Scientific Computing
SWORD Depositor: Sword Import User
Depositing User: Sword Import User
Date Deposited: 29 Jan 2018 09:30
Last Modified: 29 Jan 2018 09:30
URI: https://repository.ist.ac.at/id/eprint/945

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